Linear estimator in nonparametric regression
= Linear estimator in nonparametric regression
A linear estimator at $x_0$ has the form $\widehat m(x_0)=\sum_iW_i(x_0)Y_i$, where the weights depend on the design and tuning parameters but not on the observed responses.